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Split dataset definitions into individual files (#145)
- Separated dataset definitions from `ultravox/data/registry.py` into individual files for each dataset. - Ensured that `split_type` is set correctly. - Updated all datasets to use transcription as the default assistant response. - Added support for the CoVoST2 dataset. --------- Co-authored-by: Zhongqiang Huang <[email protected]>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,17 @@ | ||
| from ultravox.data import types | ||
|
|
||
| BOOLQ_CONFIG = types.DatasetConfig( | ||
| name="boolq", | ||
| path="fixie-ai/boolq-audio", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=10000), | ||
| types.DatasetSplitConfig(name="validation", num_samples=1000), | ||
| ], | ||
| user_template=f"{{{{passage}}}}\n\n{types.AUDIO_PLACEHOLDER}", | ||
| assistant_template="{{'True' if answer else 'False'}}", | ||
| transcript_template="{{question}}", | ||
| ) | ||
|
|
||
| configs = [ | ||
| BOOLQ_CONFIG, | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,337 @@ | ||
| from ultravox.data import types | ||
|
|
||
| CV_BASE_CONFIG = types.DatasetConfig( | ||
| name="commonvoice", | ||
| path="fixie-ai/common_voice_17_0", | ||
| transcript_template="{{sentence}}", | ||
| assistant_template="{{sentence}}", | ||
| ) | ||
|
|
||
| CV_EN_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-en", | ||
| base="commonvoice", | ||
| subset="en", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=1_101_170), | ||
| types.DatasetSplitConfig(name="validation", num_samples=16_393), | ||
| ], | ||
| transcript_template="{{text_proc.format_asr_text(sentence)}}", | ||
| assistant_template="{{text_proc.format_asr_text(sentence)}}", | ||
| ) | ||
|
|
||
| CV_AR_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ar", | ||
| base="commonvoice", | ||
| subset="ar", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=28_369), | ||
| types.DatasetSplitConfig(name="validation", num_samples=10_470), | ||
| ], | ||
| ) | ||
|
|
||
| CV_DE_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-de", | ||
| base="commonvoice", | ||
| subset="de", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=589_100), | ||
| types.DatasetSplitConfig(name="validation", num_samples=16_183), | ||
| ], | ||
| ) | ||
|
|
||
| CV_ES_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-es", | ||
| base="commonvoice", | ||
| subset="es", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=336_846), | ||
| types.DatasetSplitConfig(name="validation", num_samples=15_857), | ||
| ], | ||
| ) | ||
|
|
||
| CV_FR_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-fr", | ||
| base="commonvoice", | ||
| subset="fr", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=558_054), | ||
| types.DatasetSplitConfig(name="validation", num_samples=16_159), | ||
| ], | ||
| ) | ||
|
|
||
| CV_IT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-it", | ||
| base="commonvoice", | ||
| subset="it", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=169_771), | ||
| types.DatasetSplitConfig(name="validation", num_samples=15_149), | ||
| ], | ||
| ) | ||
|
|
||
| CV_JA_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ja", | ||
| base="commonvoice", | ||
| subset="ja", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=10_039), | ||
| types.DatasetSplitConfig(name="validation", num_samples=6_261), | ||
| ], | ||
| ) | ||
|
|
||
| CV_PT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-pt", | ||
| base="commonvoice", | ||
| subset="pt", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=21_968), | ||
| types.DatasetSplitConfig(name="validation", num_samples=9_464), | ||
| ], | ||
| ) | ||
|
|
||
| CV_RU_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ru", | ||
| base="commonvoice", | ||
| subset="ru", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=26_377), | ||
| types.DatasetSplitConfig(name="validation", num_samples=10_203), | ||
| ], | ||
| ) | ||
|
|
||
| CV_HI_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-hi", | ||
| base="commonvoice", | ||
| subset="hi", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=9_378), | ||
| types.DatasetSplitConfig(name="validation", num_samples=4_856), | ||
| ], | ||
| ) | ||
|
|
||
| CV_TR_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-tr", | ||
| base="commonvoice", | ||
| subset="tr", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=35_147), | ||
| types.DatasetSplitConfig(name="validation", num_samples=11_258), | ||
| ], | ||
| ) | ||
|
|
||
| CV_SV_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-sv", | ||
| base="commonvoice", | ||
| subset="sv-SE", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=7_744), | ||
| types.DatasetSplitConfig(name="validation", num_samples=5_210), | ||
| ], | ||
| ) | ||
|
|
||
| CV_UK_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-uk", | ||
| base="commonvoice", | ||
| subset="uk", | ||
| splits=[ | ||
| types.DatasetSplitConfig(name="train", num_samples=25_137), | ||
| types.DatasetSplitConfig(name="validation", num_samples=10_007), | ||
| ], | ||
| ) | ||
|
|
||
| CV_EN_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-en-transcription", | ||
| base="commonvoice-en", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_AR_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ar-transcription", | ||
| base="commonvoice-ar", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_DE_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-de-transcription", | ||
| base="commonvoice-de", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_ES_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-es-transcription", | ||
| base="commonvoice-es", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_FR_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-fr-transcription", | ||
| base="commonvoice-fr", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_IT_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-it-transcription", | ||
| base="commonvoice-it", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_JA_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ja-transcription", | ||
| base="commonvoice-ja", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_PT_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-pt-transcription", | ||
| base="commonvoice-pt", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
| CV_RU_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ru-transcription", | ||
| base="commonvoice-ru", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_HI_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-hi-transcription", | ||
| base="commonvoice-hi", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_TR_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-tr-transcription", | ||
| base="commonvoice-tr", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_SV_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-sv-transcription", | ||
| base="commonvoice-sv", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_UK_TRANS_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-uk-transcription", | ||
| base="commonvoice-uk", | ||
| user_template=types.TRANSCRIPTION_USER_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_EN_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-en-continuation", | ||
| base="commonvoice-en", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_AR_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ar-continuation", | ||
| base="commonvoice-ar", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_DE_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-de-continuation", | ||
| base="commonvoice-de", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_ES_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-es-continuation", | ||
| base="commonvoice-es", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_FR_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-fr-continuation", | ||
| base="commonvoice-fr", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_IT_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-it-continuation", | ||
| base="commonvoice-it", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_JA_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ja-continuation", | ||
| base="commonvoice-ja", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_PT_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-pt-continuation", | ||
| base="commonvoice-pt", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
| CV_RU_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-ru-continuation", | ||
| base="commonvoice-ru", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
|
|
||
|
|
||
| CV_HI_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-hi-continuation", | ||
| base="commonvoice-hi", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_TR_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-tr-continuation", | ||
| base="commonvoice-tr", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_SV_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-sv-continuation", | ||
| base="commonvoice-sv", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
|
|
||
| CV_UK_CONT_CONFIG = types.DatasetConfig( | ||
| name="commonvoice-uk-continuation", | ||
| base="commonvoice-uk", | ||
| user_template=types.CONTINUATION_USER_TEMPLATE, | ||
| assistant_template=types.CONTINUATION_ASSISTANT_TEMPLATE, | ||
| ) | ||
|
|
||
| configs = [ | ||
| CV_BASE_CONFIG, | ||
| CV_EN_CONFIG, | ||
| CV_AR_CONFIG, | ||
| CV_DE_CONFIG, | ||
| CV_ES_CONFIG, | ||
| CV_FR_CONFIG, | ||
| CV_IT_CONFIG, | ||
| CV_JA_CONFIG, | ||
| CV_PT_CONFIG, | ||
| CV_RU_CONFIG, | ||
| CV_HI_CONFIG, | ||
| CV_TR_CONFIG, | ||
| CV_SV_CONFIG, | ||
| CV_UK_CONFIG, | ||
| CV_EN_TRANS_CONFIG, | ||
| CV_AR_TRANS_CONFIG, | ||
| CV_DE_TRANS_CONFIG, | ||
| CV_ES_TRANS_CONFIG, | ||
| CV_FR_TRANS_CONFIG, | ||
| CV_IT_TRANS_CONFIG, | ||
| CV_JA_TRANS_CONFIG, | ||
| CV_PT_TRANS_CONFIG, | ||
| CV_RU_TRANS_CONFIG, | ||
| CV_HI_TRANS_CONFIG, | ||
| CV_TR_TRANS_CONFIG, | ||
| CV_SV_TRANS_CONFIG, | ||
| CV_UK_TRANS_CONFIG, | ||
| CV_EN_CONT_CONFIG, | ||
| CV_AR_CONT_CONFIG, | ||
| CV_DE_CONT_CONFIG, | ||
| CV_ES_CONT_CONFIG, | ||
| CV_FR_CONT_CONFIG, | ||
| CV_IT_CONT_CONFIG, | ||
| CV_JA_CONT_CONFIG, | ||
| CV_PT_CONT_CONFIG, | ||
| CV_RU_CONT_CONFIG, | ||
| CV_HI_CONT_CONFIG, | ||
| CV_TR_CONT_CONFIG, | ||
| CV_SV_CONT_CONFIG, | ||
| CV_UK_CONT_CONFIG, | ||
| ] |
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